Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-10-13 0.092234 0.099521 0.107262 0.116121 0.126012 0.136749 0.149337
2024-10-20 0.078274 0.088016 0.098972 0.112303 0.128215 0.146764 0.170270
2024-10-27 0.069483 0.080379 0.093132 0.109344 0.129674 0.154695 0.188418
2024-11-03 0.066483 0.078851 0.093847 0.113685 0.139731 0.173493 0.221848
2024-11-10 0.064616 0.078322 0.095470 0.118982 0.151181 0.195011 0.261610
2024-11-17 0.061130 0.075352 0.093582 0.119294 0.155726 0.207355 0.289836
2024-11-24 0.057406 0.071736 0.090474 0.117535 0.156993 0.214885 0.311544
2024-12-01 0.053940 0.068198 0.087164 0.115119 0.156927 0.220199 0.330194
2024-12-08 0.050512 0.064487 0.083342 0.111616 0.154821 0.221982 0.342958
2024-12-15 0.048389 0.062426 0.081661 0.111052 0.157048 0.230726 0.368945
2024-12-22 0.046149 0.060070 0.079399 0.109420 0.157389 0.236300 0.389866
2024-12-29 0.044876 0.058999 0.078902 0.110389 0.161915 0.249339 0.427035
2025-01-05 0.042221 0.055938 0.075495 0.106885 0.159229 0.250277 0.442043
2025-01-12 0.039807 0.053133 0.072347 0.103623 0.156755 0.251482 0.458321
2025-01-19 0.037757 0.050761 0.069715 0.100994 0.155112 0.254004 0.477993
2025-01-26 0.037495 0.051005 0.071048 0.104889 0.165261 0.280309 0.558102
2025-02-02 0.037428 0.051524 0.072819 0.109629 0.177443 0.312604 0.662880
2025-02-09 0.036363 0.050462 0.072027 0.109909 0.181272 0.328101 0.728770
2025-02-16 0.034979 0.048844 0.070253 0.108335 0.181345 0.335416 0.773908
2025-02-23 0.033568 0.047123 0.068226 0.106174 0.180046 0.339458 0.810646
2025-03-02 0.032049 0.045176 0.065741 0.103035 0.176507 0.337874 0.829544
2025-03-09 0.031139 0.044156 0.064740 0.102530 0.178309 0.349187 0.894486
2025-03-16 0.030101 0.042892 0.063270 0.101066 0.177973 0.355256 0.943791